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{ "pk": 26106, "title": "A Computational Exploration of Problem-Solving Strategies and Gaze Behaviorson the Block Design Task", "subtitle": null, "abstract": "The block design task, a standardized test of nonverbal reason-ing, is often used to characterize atypical patterns of cognitionin individuals with developmental or neurological conditions.Many studies suggest that, in addition to looking at quantita-tive differences in block design speed or accuracy, observingqualitative differences in individuals’ problem-solving strate-gies can provide valuable information about a person’s cogni-tion. However, it can be difficult to tie theories at the levelof problem-solving strategy to predictions at the level of ex-ternally observable behaviors such as gaze shifts and patternsof errors. We present a computational architecture that is usedto compare different models of problem-solving on the blockdesign task and to generate detailed behavioral predictions foreach different strategy. We describe the results of three differ-ent modeling experiments and discuss how these results pro-vide greater insight into the analysis of gaze behavior and errorpatterns on the block design task.", "language": "eng", "license": { "name": "", "short_name": "", "text": null, "url": "" }, "keywords": [ { "word": "artificial intelligence; cognitive assessment; non-verbal intelligence; spatial reasoning; visual attention." } ], "section": "Papers", "is_remote": true, "remote_url": "https://escholarship.org/uc/item/9xw093cn", "frozenauthors": [ { "first_name": "Maithilee", "middle_name": "", "last_name": "Kunda", "name_suffix": "", "institution": "Georgia Institute of Technology", "department": "" }, { "first_name": "Mohamed", "middle_name": "El", "last_name": "Banani", "name_suffix": "", "institution": "Georgia Institute of Technology", "department": "" }, { "first_name": "James", "middle_name": "M.", "last_name": "Rehg", "name_suffix": "", "institution": "Georgia Institute of Technology", "department": "" } ], "date_submitted": null, "date_accepted": null, "date_published": "2016-01-01T18:00:00Z", "render_galley": null, "galleys": [ { "label": "PDF", "type": "pdf", "path": "https://journalpub.escholarship.org/cognitivesciencesociety/article/26106/galley/15742/download/" } ] }